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Nonlinear Optimal Control for Steam-Turbine Power Generation

机译:汽轮机发电的非线性最优控制

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The dynamic model of the power unit undergoes approximate linearization around a temporary operating point (equilibrium) which is recomputed at each iteration of the control method. The linearization procedure is based on first-order Taylor-series expansion and on the computation of the Jacobian matrices of the joint turbine and generator's model. For the approximately linearized model of the power unit an H-infinity feedback controller is designed. This controller stands for the solution of the power unit's optimal control problem under model uncertainty and external disturbances. The computation of the controller's feedback gain requires the solution of an algebraic Riccati equation, which is performed again at each time-step of the control algorithm. The stability properties of the control scheme are proven trough Lyapunov analysis. First, it is confirmed that the controller satisfies the H-infinity tracking performance criterion which ascertains its robustness. Moreover, it is proven that the control loop is globally asymptotically stable. Finally, to implement sensorless control of the power unit the H-infinity Kalman Filter is used as a robust state estimator.
机译:功率单元的动态模型在临时工作点(平衡)附近经历近似线性化,该线性化在控制方法的每次迭代中重新计算。线性化过程基于一阶泰勒级数展开以及联合涡轮和发电机模型的雅可比矩阵的计算。对于功率单元的近似线性化模型,设计了H无穷大反馈控制器。该控制器代表在模型不确定性和外部干扰下解决功率单元的最佳控制问题。控制器反馈增益的计算需要求解代数Riccati方程,该方程在控制算法的每个时间步均会再次执行。通过Lyapunov分析证明了该控制方案的稳定性。首先,确定控制器满足确定其鲁棒性的H无限跟踪性能标准。此外,已证明控制回路是全局渐近稳定的。最后,为了实现功率单元的无传感器控制,将H无限卡尔曼滤波器用作鲁棒状态估计器。

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